One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(5,6,8,10)(7,11,12,9)(13,14)(15,21)(16,18)(17,24)(19,23)(20,26)(22,27)(25,28)(29,30,34,35)(31,37,38,33)(32,40,41,36)(39,42,44,43)(5,6,8,10)(7,9,12,11)(14,16)(19,21)(20,24)(27,28)(30,35)(31,38)(32,41)(42,43)(5,7)(6,9)(8,12)(10,11)(13,15,18,23)(14,19,16,21)(17,25,26,22)(20,28,24,27)(29,31,34,38)(30,33,35,37)(32,39,41,44)(36,42,40,43)(1,2,3,4)(5,6)(7,9)(8,10)(11,12)(13,16,18,14)(15,21,23,19)(17,24,26,20)(22,28,25,27)(29,32,34,41)(30,36,35,40)(31,39,38,44)(33,42,37,43)(13,17,18,26)(14,20,16,24)(15,22,23,25)(19,27,21,28)(29,33)(30,31)(32,42)(34,37)(35,38)(36,39)(40,44)(41,43)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.